Enterprise Model-as-a-Service (MaaS) AI companies such as Anthropic and OpenAI are facing rapid consolidations and disruption during this unprecedented high tech gold rush. Powered by debt, providers are sprinting to evolve model capabilities while also anticipating capacity. Finally, they have to figure out a fee structure that covers the costs. Flat fee subscription pricing (as … Continued
Local AI benefits are already extensive Local AI refers to open-source AI models that you can host on your own systems—enabling your creative and production teams without relying on large hosted models from OpenAI or Anthropic. Performance for open-source models like Llama, Qwen, and DeepSeek is often equivalent to publicly hosted AI services like ChatGPT … Continued
In the evolving landscape of web applications, the traditional request-response model—where a system processes a request immediately and replies with a result—can feel increasingly outdated. While intuitive, this synchronous approach ties up resources, creates bottlenecks, and limits scalability in distributed environments. An alternative approach embraces asynchronous workflows, where systems shift from immediate action to orchestrated … Continued
TL;DR Legacy systems are often difficult to maintain due to technical debt, outdated tools, and minimal resourcing, but a full rewrite is rarely feasible. Instead, teams can modernize incrementally by optimizing processes, leveraging the cloud, automating workflows, and reducing reliance on institutional knowledge. Small, strategic improvements aligned with the Well-Architected (WAR) pillars can enhance efficiency, … Continued
Cloud computing has revolutionized how we develop and deploy software. More and more software is being developed or re-engineered for the cloud to capture the flexibility and scalability provided. However, the platform flexibility comes with its own set of unique challenges. Let’s dive into some of the common hurdles developers face in cloud environments … Continued
In the dynamic world of software development, projects, like well-oiled machines, require regular cleaning, maintenance, and, most importantly, tune-ups. Just as restaurants meticulously schedule kitchen maintenance and production lines periodically shut down for optimization, software projects demand attention to keep them running smoothly. Defining Technical Debt At the core of effective software project management lies … Continued
I recently had the chance to work with a client (let’s call them ACME Corp.) that is emerging out of the startup phase. Like many startups, this client has created a product, found a viable market, and had challenges scaling what they’d built. The product was built using Google’s Firebase Real-Time Database (RTDB) for storage. … Continued
Recently we were presented with a greenfield project from a client with an interesting blend of performance requirements and desired architecture pattern. Our client wanted a highly available, autoscaling microservice with excellent performance across North America, delivered using serverless technologies in the AWS cloud. The solution that we developed for this project is something we … Continued
In 2020, enterprise spending on cloud infrastructure surpassed spending on on-premises data centers for the first time. This watershed milestone highlights the significant shift to the cloud for organizations across the globe. For some companies, the migration to the cloud entailed like-for-like replication of on-premises infrastructure into a cloud environment. While this is a good … Continued
Over the past two decades its become increasingly easy to test your code and determine which lines of code have been covered by your tests. If your developing with .NET Core this is never been easier. By using Coverlet, ReportGenerator, and a little bit of PowerShell, you can have a test coverage report within minutes. … Continued
